Approximate inference of traffic flow state at signalized intersections using a Bayesian learning framework
N Zhang, X Yang, H Guo, H Dong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Model-based traffic state estimation is used to reproduce traffic flow states from available
observation data to assist traffic control and management. Owing to temporal and spatial …
observation data to assist traffic control and management. Owing to temporal and spatial …
Capacity and operational improvements of metering roundabouts in Spain
Roundabouts show great advantages due to their geometry and their priority system, both in
terms of capacity and road safety, compared to other intersections. However, unbalanced …
terms of capacity and road safety, compared to other intersections. However, unbalanced …
A distributed local Kalman consensus filter for traffic estimation
This work proposes a distributed local Kalman consensus filter (DLKCF) for large-scale multi-
agent traffic density estimation. The switching mode model (SMM) is used to describe the …
agent traffic density estimation. The switching mode model (SMM) is used to describe the …
Online estimation and prediction of large-scale network traffic from sparse probe vehicle data
S Taguchi, T Yoshimura - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Network traffic prediction based on probe vehicle data is important for traffic management
and route recommendation and has been intensively studied. Previous traffic prediction …
and route recommendation and has been intensively studied. Previous traffic prediction …
Variable speed limit design based on mode dependent cell transmission model
In this paper a mode dependent variable speed limit (VSL) control strategy is developed for
motorway networks. The suggested rolling horizon and coordinated algorithm uses …
motorway networks. The suggested rolling horizon and coordinated algorithm uses …
A localized switching ramp-metering controller with a queue length regulator for congested freeways
X Sun, R Horowitz - Proceedings of the 2005, American Control …, 2005 - ieeexplore.ieee.org
In this paper, we present a novel switching traffic-responsive ramp-metering controller that
adapts to the different traffic dynamics under different congestion conditions-free-flow or …
adapts to the different traffic dynamics under different congestion conditions-free-flow or …
Hybrid extended Kalman filtering approach for traffic density estimation along signalized arterials: Use of global positioning system data
Estimation of densities on freeways and arterials is critical to traffic control and management.
Most previous work, however, focused on freeway density estimation based merely on …
Most previous work, however, focused on freeway density estimation based merely on …
Cooperative bayesian estimation of vehicular traffic in large-scale networks
Intelligent transportation systems have enormous potential for improving the quality of our
lives. They rely on traffic monitoring and control infrastructures to enable an efficient …
lives. They rely on traffic monitoring and control infrastructures to enable an efficient …
On cellular automata models of traffic flow with look-ahead potential
We study the statistical properties of a cellular automata model of traffic flow with the look-
ahead potential. The model defines stochastic rules for the movement of cars on a lattice …
ahead potential. The model defines stochastic rules for the movement of cars on a lattice …
[图书][B] Lagrangian multi-class traffic state estimation
Y Yuan - 2013 - academia.edu
Traffic and transport research is truly attractive to me. To explore the problem that relates
closely to our life also motivates me. This is the reason why I dive into the field of traffic …
closely to our life also motivates me. This is the reason why I dive into the field of traffic …